AU2019268140A1 - Compilation of graph-based program specifications with automated clustering of graph components based on the identification of particular data port connections - Google Patents

Compilation of graph-based program specifications with automated clustering of graph components based on the identification of particular data port connections Download PDF

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AU2019268140A1
AU2019268140A1 AU2019268140A AU2019268140A AU2019268140A1 AU 2019268140 A1 AU2019268140 A1 AU 2019268140A1 AU 2019268140 A AU2019268140 A AU 2019268140A AU 2019268140 A AU2019268140 A AU 2019268140A AU 2019268140 A1 AU2019268140 A1 AU 2019268140A1
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graph
data
component
components
subset
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AU2019268140B2 (en
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Stephen A. Kukolich
Richard Shapiro
Craig W. Stanfill
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Ab Initio Technology LLC
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Ab Initio Technology LLC
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44—Arrangements for executing specific programs
    • G06F9/448—Execution paradigms, e.g. implementations of programming paradigms
    • G06F9/4494—Execution paradigms, e.g. implementations of programming paradigms data driven
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F13/00—Interconnection of, or transfer of information or other signals between, memories, input/output devices or central processing units
    • G06F13/14—Handling requests for interconnection or transfer
    • G06F13/36—Handling requests for interconnection or transfer for access to common bus or bus system
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/22—Indexing; Data structures therefor; Storage structures
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G06F16/901—Indexing; Data structures therefor; Storage structures
    • G06F16/9024—Graphs; Linked lists
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00—Arrangements for software engineering
    • G06F8/40—Transformation of program code
    • G06F8/41—Compilation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00—Arrangements for software engineering
    • G06F8/40—Transformation of program code
    • G06F8/41—Compilation
    • G06F8/43—Checking; Contextual analysis
    • G06F8/433—Dependency analysis; Data or control flow analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00—Arrangements for software engineering
    • G06F8/40—Transformation of program code
    • G06F8/41—Compilation
    • G06F8/44—Encoding
    • G06F8/447—Target code generation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00—Arrangements for software engineering
    • G06F8/40—Transformation of program code
    • G06F8/41—Compilation
    • G06F8/45—Exploiting coarse grain parallelism in compilation, i.e. parallelism between groups of instructions
    • G06F8/456—Parallelism detection
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46—Multiprogramming arrangements
    • G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5061—Partitioning or combining of resources
    • G06F9/5066—Algorithms for mapping a plurality of inter-dependent sub-tasks onto a plurality of physical CPUs
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00—Arrangements for software engineering
    • G06F8/30—Creation or generation of source code
    • G06F8/34—Graphical or visual programming

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Databases & Information Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Stored Programmes (AREA)
  • Devices For Executing Special Programs (AREA)
  • Debugging And Monitoring (AREA)

Abstract

Abstract: A graph-based program specification (628) includes: a plurality of components, each corresponding to a processing task and including one or more ports, including scalar data ports for sending or receiving a single data element and collection data ports for sending or receiving a collection of multiple data elements; and one or more links, each connecting an output port of an upstream component to an input port of a downstream component. Prepared code is generated representing subsets (630, 631) of the plurality of components, including: identifying one or more subset boundaries, including identifying one or more links connecting a collection data port of a component to a scalar data port of a component; forming the subsets based on the identified subset boundaries; and generating prepared code for each formed subset that when used for execution by a runtime system causes processing tasks corresponding to the components in each formed subset to be performed. WO 2016/036819 PCT/US2015/048088 HIGH-LEVEL PROGRAM SPECIFICATION COMPILER/INTERPRETER TASK-BASED SPECIFICATION TAS-BAEDUNTIME INTERFACE/CONTROLLER I-------------------- --- I I/O INTER- BUFFER D 154 FACE MEMORY SOURCE!/ DATA DESTINATION ISTORAGEI COMPUTING NODE 152
AU2019268140A 2014-09-02 2019-11-21 Compilation of graph-based program specifications with automated clustering of graph components based on the identification of particular data port connections Active AU2019268140B2 (en)

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US201462044645P 2014-09-02 2014-09-02
US62/044,645 2014-09-02
US201562164175P 2015-05-20 2015-05-20
US62/164,175 2015-05-20
AU2015312005A AU2015312005B2 (en) 2014-09-02 2015-09-02 Compilation of graph-based program specifications with automated clustering of graph components based on the identification of particular data port connections
PCT/US2015/048088 WO2016036819A1 (en) 2014-09-02 2015-09-02 Compilation of graph-based program specifications with automated clustering of graph components based on the identification of particular data port connections
AU2019268140A AU2019268140B2 (en) 2014-09-02 2019-11-21 Compilation of graph-based program specifications with automated clustering of graph components based on the identification of particular data port connections

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AU2015312012A Active AU2015312012B2 (en) 2014-09-02 2015-09-02 Compiling graph-based program specifications
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US (4) US10496619B2 (en)
EP (2) EP3189428B1 (en)
JP (2) JP6698656B2 (en)
KR (2) KR102361155B1 (en)
CN (2) CN107077364B (en)
AU (3) AU2015312005B2 (en)
CA (2) CA2959534C (en)
SG (2) SG11201701652QA (en)
WO (2) WO2016036826A1 (en)

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